Statistical PM<sub>2.5</sub> Prediction in an Urban Area Using Vertical Meteorological Factors

Statistical PM<sub>2.5</sub> Prediction in an Urban Area Using Vertical Meteorological Factors

A key concern related to particulate air pollution is the development of an early warning system that can predict local PM<sub>2.5</sub> levels and excessive PM<sub>2.5</sub> concentration episodes using vertical meteorological factors. Machine learning (ML) algorithms, parti...

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Bibliographic Details
Main Authors: Jutapas Saiohai, Surat Bualert, Thunyapat Thongyen, Kittichai Duangmal, Parkpoom Choomanee, Wladyslaw W. Szymanski
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Atmosphere
Subjects:
PM<sub>2.5</sub> prediction
vertical meteorological factors
multiple linear regression
multilayer perceptron
Online Access:https://www.mdpi.com/2073-4433/14/3/589

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